Marketing

Conversion optimization, experimentation, and measuring what marketing actually does.

Aug 7, 202626 min read

A/B Testing in Marketing 2026: Significance, Sample Size, and the Mistakes Almost Everyone Makes

A/B testing in marketing, done honestly: our simulations show how peeking lifts false positives from 5% to 32%, and why small tests overstate a true 5% effect.

A/B Testing in Marketing 2026: Significance, Sample Size, and the Mistakes Almost Everyone Makes